domain adaptation

Boosting Unsupervised Video Instance Segmentation with Automatic Quality-Guided Self-Training WACV 2026 BornoDrishti: Leveraging Vision Encoders and Domain-Adaptive Learning for Bangla OCR on Diverse Documents EACL 2026 Breaking Alignment Barriers: TPS-Driven Semantic Correlation Learning for Alignment-Free RGB-T Salient Object Detection AAAI 2026 Bridging Day and Night: Target-Class Hallucination Suppression in Unpaired Image Translation AAAI 2026 Bridging Granularity Gaps: Hierarchical Semantic Learning for Cross-domain Few-shot Segmentation AAAI 2026 Building Domain-Specific Small Language Models via Guided Data Generation AAAI 2026 CAMEC: Complexity-Aware Multi-Expert Collaboration for Reliable Chinese Medical Question Answering ACL 2026 Can Continual Pretraining Bridge the Performance Gap between General-purpose and Specialized Language Models in the Medical Domain? ACL 2026 CHIPS: Efficient CLIP Adaptation via Curvature-aware Hybrid Influence-based Data Selection CVPR 2026 CLIP2Pose: Frozen CLIP as Semantic Guide for Domain Adaptive Pose Estimation AAAI 2026 CLIPoint3D: Language-Grounded Few-Shot Unsupervised 3D Point Cloud Domain Adaptation CVPR 2026 CLIPPan: Adapting CLIP as a Supervisor for Unsupervised Pansharpening AAAI 2026 Codebook Knowledge with Mamba-Transformer For Low-Light Image Enhancement WACV 2026 CoFiDA-M: Concept-Aware Feature Modulation for Cross-Domain Adaptation with Image-Only Inference CVPR 2026 Compressing Language Models for Specialized Domains EACL 2026 Consensus-Aligned Neuron Efficient Fine-Tuning Large Language Models for Multi-Domain Machine Translation AAAI 2026 Consistency-based Abductive Reasoning over Perceptual Errors of Multiple Pre-trained Models in Novel Environments AAAI 2026 Context Volume Drives Performance: Tackling Domain Shift in Extremely Low-Resource Translation via RAG EACL 2026 COODetect at SemEval-2026 Task 13: Unsupervised Latent Domain Adaptation for Out-of-Distribution AI Code Detection SemEval 2026 Cross-Domain Few-Shot Learning via Multi-View Collaborative Optimization with Vision-Language Models AAAI 2026 Cross-Domain Few-Shot Segmentation via Multi-view Progressive Adaptation CVPR 2026 Cross-domain Joint Learning with Prototype-guided Mixture-of-Experts for Infrared Moving Small Target Detection AAAI 2026 CrossEarth-Gate: Fisher-Guided Adaptive Tuning Engine for Efficient Adaptation of Cross-Domain Remote Sensing Semantic Segmentation CVPR 2026 Cross-Lingual and Cross-Domain Transfer Learning for POS Tagging in Historical Germanic Low-Resource Languages EACL 2026 CTTA-T: Continual Test-Time Adaptation for Text Understanding via Teacher-Student with a Domain-aware and Generalized Teacher ACL 2026